Most vendors stop at the DOM. We look at the wire. This module deconstructs the raw architecture of modern botnets—from Puppeteer stealth plugins to rotating residential proxy farms. Stop guessing. Analyze JA3 TLS fingerprints and TCP/IP stack anomalies to identify the non-human telemetry draining your budget.
Look at your log-level data. The humans left a long time ago. What you are actually buying is a meticulously engineered illusion powered by headless chromium, residential proxy networks, and
The programmatic supply chain is hemorrhaging budget, with billions of dollars vaporized while legacy verification vendors pat themselves on the back simply because a telemetry pixel fired successfully. They see
The programmatic ecosystem is bleeding out. Nobody cares. Agencies buy the inventory, publishers cash the checks, and verification vendors collect their tax. Look under the hood of your premium traffic.
The programmatic supply chain is built on a very expensive lie. Ad-tech vendors are happily collecting their rev-share while bots siphon billions from your media budgets. You are buying ghosts.